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A Study on the MSC-BiLSTM Ship Track Prediction Model Incorporating an Adaptive Attention Mechanism

Accurate ship trajectory prediction is vital for intelligent maritime traffic management, yet conventional hybrid models often fail to balance local feature extraction, long-term dependency capture, and flexible feature weighting when processing AIS data. This paper proposes an MSC-BiLSTM-ATTENTION...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Wu Ning, Dan Chen, Renchao Gu, Changjian Wen, Wuliu Tian, Juan Lu
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2026-05-01
Rangatū:Journal of Marine Science and Engineering
Ngā marau:
Urunga tuihono:https://www.mdpi.com/2077-1312/14/10/924
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